interactive decision making

Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents ACL 2026 Interactive and Expressive Code-Augmented Planning with Large Language Models ACL 2025 Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability NeurIPS 2024 Online Estimation via Offline Estimation: An Information-Theoretic Framework NeurIPS 2024 Asymptotic Instance-Optimal Algorithms for Interactive Decision Making ICLR 2023 AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models EMNLP 2023 Hierarchical Prompting Assists Large Language Model on Web Navigation EMNLP 2023 Instance-Optimality in Interactive Decision Making: Toward a Non-Asymptotic Theory COLT 2023 Model-Free Reinforcement Learning with the Decision-Estimation Coefficient NeurIPS 2023 ReAct: Synergizing Reasoning and Acting in Language Models ICLR 2023 Tight Guarantees for Interactive Decision Making with the Decision-Estimation Coefficient COLT 2023 Pre-Trained Language Models for Interactive Decision-Making NeurIPS 2022